Main Indicators
In order to partition networks into components or clusters, we deploy a community detection technique based on the Lovain Algorithm (Blondel et al., 2008). The Lovain Algorithm is a heuristic method that attempts to optimize the modularity of communities within a network by maximizing within- and minimizing between-community connectivity. We identify the following communities = knowledge bases.
| com | name | dgr_int | dgr |
|---|---|---|---|
| Knowledge Base 1: KB 1 | |||
| 1 | JANSSEN I. LEBLANC A.G. SYSTEMATIC REVIEW OF THE HEALTH BENEFITS OF PHYSICAL ACTIVITY AND FITNESS IN SCHOOL-AGED CHILDREN AND YOUTH (2010) | 3129 | 3144 |
| 1 | SAELENS B.E. HANDY S.L. BUILT ENVIRONMENT CORRELATES OF WALKING: A REVIEW (2008) | 2198 | 2770 |
| 1 | HALLAL P.C. ANDERSEN L.B. BULL F.C. GUTHOLD R. HASKELL W. EKELUND U. GLOBAL PHYSICAL ACTIVITY LEVELS: SURVEILLANCE PROGRESS PITFALLS AND PROSPECTS … | 2074 | 2097 |
| 1 | SALLIS J.F. CERVERO R.B. ASCHER W. HENDERSON K.A. KRAFT M.K. KERR J. AN ECOLOGICAL APPROACH TO CREATING ACTIVE LIVING COMMUNITIES (2006) | 2058 | 2113 |
| 1 | SAELENS B.E. SALLIS J.F. FRANK L.D. ENVIRONMENTAL CORRELATES OF WALKING AND CYCLING: FINDINGS FROM THE TRANSPORTATION URBAN DESIGN AND PLANNING LIT… | 1577 | 2124 |
| 1 | MCCORMACK G.R. SHIELL A. IN SEARCH OF CAUSALITY: A SYSTEMATIC REVIEW OF THE RELATIONSHIP BETWEEN THE BUILT ENVIRONMENT AND PHYSICAL ACTIVITY AMONG … | 1372 | 1477 |
| 1 | SALLIS J.F. PROCHASKA J.J. TAYLOR W.C. A REVIEW OF CORRELATES OF PHYSICAL ACTIVITY OF CHILDREN AND ADOLESCENTS (2000) | 1289 | 1289 |
| 1 | SAELENS B.E. SALLIS J.F. BLACK J.B. CHEN D. NEIGHBORHOOD-BASED DIFFERENCES IN PHYSICAL ACTIVITY: AN ENVIRONMENT SCALE EVALUATION (2003) | 907 | 1004 |
| 1 | EVENSON K.R. CATELLIER D.J. GILL K. ONDRAK K.S. MCMURRAY R.G. CALIBRATION OF TWO OBJECTIVE MEASURES OF PHYSICAL ACTIVITY FOR CHILDREN (2008) | 838 | 838 |
| 1 | DING D. SALLIS J.F. KERR J. LEE S. ROSENBERG D.E. NEIGHBORHOOD ENVIRONMENT AND PHYSICAL ACTIVITY AMONG YOUTH: A REVIEW (2011) | 778 | 781 |
| Knowledge Base 2: KB 2 | |||
| 2 | CERVERO R. KOCKELMAN K. TRAVEL DEMAND AND THE 3DS: DENSITY DIVERSITY AND DESIGN (1997) | 3634 | 5330 |
| 2 | EWING R. CERVERO R. TRAVEL AND THE BUILT ENVIRONMENT: A META-ANALYSIS (2010) | 2739 | 3756 |
| 2 | MOKHTARIAN P.L. CAO X. EXAMINING THE IMPACTS OF RESIDENTIAL SELF-SELECTION ON TRAVEL BEHAVIOR: A FOCUS ON METHODOLOGIES (2008) | 2330 | 2699 |
| 2 | HANDY S. CAO X. MOKHTARIAN P. CORRELATION OR CAUSALITY BETWEEN THE BUILT ENVIRONMENT AND TRAVEL BEHAVIOR? EVIDENCE FROM NORTHERN CALIFORNIA (2005) | 1885 | 2188 |
| 2 | EWING R. CERVERO R. TRAVEL AND THE BUILT ENVIRONMENT (2010) | 1813 | 2437 |
| 2 | EWING R. CERVERO R. TRAVEL AND THE BUILT ENVIRONMENT: A SYNTHESIS (2001) | 1794 | 2268 |
| 2 | CAO X. MOKHTARIAN P.L. HANDY S.L. EXAMINING THE IMPACTS OF RESIDENTIAL SELF-SELECTION ON TRAVEL BEHAVIOUR: A FOCUS ON EMPIRICAL FINDINGS (2009) | 1618 | 2149 |
| 2 | BHAT C.R. GUO J.Y. A COMPREHENSIVE ANALYSIS OF BUILT ENVIRONMENT CHARACTERISTICS ON HOUSEHOLD RESIDENTIAL CHOICE AND AUTO OWNERSHIP LEVELS (2007) | 1545 | 1590 |
| 2 | BAGLEY M.N. MOKHTARIAN P.L. THE IMPACT OF RESIDENTIAL NEIGHBORHOOD TYPE ON TRAVEL BEHAVIOR: A STRUCTURAL EQUATIONS MODELING APPROACH (2002) | 1366 | 1711 |
| 2 | VAN ACKER V. WITLOX F. CAR OWNERSHIP AS A MEDIATING VARIABLE IN CAR TRAVEL BEHAVIOUR RESEARCH USING A STRUCTURAL EQUATION MODELLING APPROACH TO IDE… | 1140 | 1182 |
| Knowledge Base 3: KB 3 | |||
| 3 | SOLOW R.M. A CONTRIBUTION TO THE THEORY OF ECONOMIC GROWTH (1956) | 1504 | 1509 |
| 3 | LUCAS R.E. ON THE MECHANICS OF ECONOMIC DEVELOPMENT (1988) | 1345 | 1361 |
| 3 | ROMER P.M. ENDOGENOUS TECHNOLOGICAL CHANGE (1990) | 988 | 991 |
| 3 | MANKIW N.G. ROMER D. WEIL D.N. A CONTRIBUTION TO THE EMPIRICS OF ECONOMIC GROWTH (1992) | 896 | 896 |
| 3 | HALL R.E. JONES C.I. WHY DO SOME COUNTRIES PRODUCE SO MUCH MORE OUTPUT PER WORKER THAN OTHERS? (1999) | 800 | 800 |
| 3 | BARRO R.J. ECONOMIC GROWTH IN A CROSS SECTION OF COUNTRIES (1991) | 765 | 765 |
| 3 | ROMER P.M. INCREASING RETURNS AND LONG-RUN GROWTH (1986) | 711 | 714 |
| 3 | GALOR O. ZEIRA J. INCOME DISTRIBUTION AND MACROECONOMICS (1993) | 618 | 627 |
| 3 | BLUNDELL R. BOND S. INITIAL CONDITIONS AND MOMENT RESTRICTIONS IN DYNAMIC PANEL DATA MODELS (1998) | 578 | 578 |
| 3 | GALOR O. (2011) | 570 | 570 |
| Knowledge Base 4: KB 4 | |||
| 4 | WU F. CALIBRATION OF STOCHASTIC CELLULAR AUTOMATA: THE APPLICATION TO RURAL-URBAN LAND CONVERSIONS (2002) | 1238 | 1238 |
| 4 | PIJANOWSKI B.C. BROWN D.G. SHELLITO B.A. MANIK G.A. USING NEURAL NETWORKS AND GIS TO FORECAST LAND USE CHANGES: A LAND TRANSFORMATION MODEL (2002) | 1041 | 1041 |
| 4 | CLARKE K.C. HOPPEN S. GAYDOS L. A SELF-MODIFYING CELLULAR AUTOMATON MODEL OF HISTORICAL URBANIZATION IN THE SAN FRANCISCO BAY AREA (1997) | 1035 | 1038 |
| 4 | CLARKE K.C. GAYDOS L.J. LOOSE-COUPLING A CELLULAR AUTOMATON MODEL AND GIS: LONG-TERM URBAN GROWTH PREDICTION FOR SAN FRANCISCO AND WASHINGTON/BALTI… | 890 | 890 |
| 4 | SILVA E.A. CLARKE K.C. CALIBRATION OF THE SLEUTH URBAN GROWTH MODEL FOR LISBON AND PORTO PORTUGAL (2002) | 744 | 744 |
| 4 | WHITE R. ENGELEN G. CELLULAR AUTOMATA AND FRACTAL URBAN FORM: A CELLULAR MODELLING APPROACH TO THE EVOLUTION OF URBAN LAND-USE PATTERNS (1993) | 737 | 737 |
| 4 | TAYYEBI A. PIJANOWSKI B.C. MODELING MULTIPLE LAND USE CHANGES USING ANN CART AND MARS: COMPARING TRADEOFFS IN GOODNESS OF FIT AND EXPLANATORY POWER… | 702 | 705 |
| 4 | YANG Q. LI X. SHI X. CELLULAR AUTOMATA FOR SIMULATING LAND USE CHANGES BASED ON SUPPORT VECTOR MACHINES (2008) | 688 | 688 |
| 4 | WU F. WEBSTER C.J. SIMULATION OF LAND DEVELOPMENT THROUGH THE INTEGRATION OF CELLULAR AUTOMATA AND MULTICRITERIA EVALUATION (1998) | 664 | 664 |
| 4 | PONTIUS R.G. MILLONES M. DEATH TO KAPPA: BIRTH OF QUANTITY DISAGREEMENT AND ALLOCATION DISAGREEMENT FOR ACCURACY ASSESSMENT (2011) | 604 | 604 |
| Knowledge Base 5: KB 5 | |||
| 5 | LANGLEY P. (2008) | 2597 | 2670 |
| 5 | MARTIN R. (2002) | 1011 | 1021 |
| 5 | FRENCH S. LEYSHON A. WAINWRIGHT T. FINANCIALIZING SPACE SPACING FINANCIALIZATION (2011) | 394 | 401 |
| 5 | VAN DER ZWAN N. MAKING SENSE OF FINANCIALIZATION (2014) | 390 | 397 |
| 5 | HARVEY D. (2005) | 352 | 373 |
| 5 | CHRISTOPHERS B. THE LIMITS TO FINANCIALIZATION (2015) | 325 | 325 |
| 5 | AALBERS M.B. THE FINANCIALIZATION OF HOME AND THE MORTGAGE MARKET CRISIS (2008) | 281 | 281 |
| 5 | FINLAYSON A. FINANCIALISATION FINANCIAL LITERACY AND ASSET-BASED WELFARE (2009) | 257 | 257 |
| 5 | HARVEY D. (1982) | 232 | 241 |
| 5 | PIKE A. POLLARD J. ECONOMIC GEOGRAPHIES OF FINANCIALIZATION (2010) | 229 | 244 |
| Knowledge Base 6: KB 6 | |||
| 6 | OLSSON L.E. GÄRLING T. ETTEMA D. FRIMAN M. FUJII S. HAPPINESS AND SATISFACTION WITH WORK COMMUTE (2013) | 2176 | 2327 |
| 6 | DE VOS J. SCHWANEN T. VAN ACKER V. WITLOX F. TRAVEL AND SUBJECTIVE WELL-BEING: A FOCUS ON FINDINGS METHODS AND FUTURE RESEARCH NEEDS (2013) | 2137 | 2312 |
| 6 | ETTEMA D. GÄRLING T. ERIKSSON L. FRIMAN M. OLSSON L.E. FUJII S. SATISFACTION WITH TRAVEL AND SUBJECTIVE WELL-BEING: DEVELOPMENT AND TEST OF A MEASU… | 2074 | 2194 |
| 6 | ST-LOUIS E. MANAUGH K. VAN LIEROP D. EL-GENEIDY A. THE HAPPY COMMUTER: A COMPARISON OF COMMUTER SATISFACTION ACROSS MODES (2014) | 2068 | 2229 |
| 6 | DE VOS J. MOKHTARIAN P.L. SCHWANEN T. VAN ACKER V. WITLOX F. TRAVEL MODE CHOICE AND TRAVEL SATISFACTION: BRIDGING THE GAP BETWEEN DECISION UTILITY … | 1794 | 2086 |
| 6 | ETTEMA D. GÄRLING T. OLSSON L.E. FRIMAN M. OUT-OF-HOME ACTIVITIES DAILY TRAVEL AND SUBJECTIVE WELL-BEING (2010) | 1772 | 1863 |
| 6 | YE R. TITHERIDGE H. SATISFACTION WITH THE COMMUTE: THE ROLE OF TRAVEL MODE CHOICE BUILT ENVIRONMENT AND ATTITUDES (2017) | 1604 | 1804 |
| 6 | MORRIS E.A. GUERRA E. MOOD AND MODE: DOES HOW WE TRAVEL AFFECT HOW WE FEEL? (2015) | 1412 | 1489 |
| 6 | FRIMAN M. FUJII S. ETTEMA D. GÄRLING T. OLSSON L.E. PSYCHOMETRIC ANALYSIS OF THE SATISFACTION WITH TRAVEL SCALE (2013) | 1410 | 1521 |
| 6 | ETTEMA D. FRIMAN M. GÄRLING T. OLSSON L.E. FUJII S. HOW IN-VEHICLE ACTIVITIES AFFECT WORK COMMUTERS’ SATISFACTION WITH PUBLIC TRANSPORT (2012) | 1046 | 1097 |
| Knowledge Base 7: KB 7 | |||
| 7 | SASSEN S. (1991) | 965 | 1033 |
| 7 | FRIEDMANN J. THE WORLD CITY HYPOTHESIS (1986) | 797 | 803 |
| 7 | CASTELLS M. (1996) | 728 | 749 |
| 7 | TAYLOR P.J. SPECIFICATION OF THE WORLD CITY NETWORK (2001) | 453 | 453 |
| 7 | SASSEN S. (2001) | 450 | 465 |
| 7 | ALDERSON A.S. BECKFIELD J. POWER AND POSITION IN THE WORLD CITY SYSTEM (2004) | 429 | 429 |
| 7 | TAYLOR P.J. DERUDDER B. (2016) | 410 | 413 |
| 7 | ROBINSON J. GLOBAL AND WORLD CITIES: A VIEW FROM OFF THE MAP (2002) | 388 | 388 |
| 7 | BOURDIEU P. (1984) | 361 | 375 |
| 7 | BASSENS D. VAN MEETEREN M. WORLD CITIES UNDER CONDITIONS OF FINANCIALIZED GLOBALIZATION: TOWARDS AN AUGMENTED WORLD CITY HYPOTHESIS (2015) | 353 | 364 |